These statistics are from the version of the PSIA that was in use from 2003 to 2007, and was highly similar to the later Revision 2007. The scores are t-scores (mean = 50, σ = 10) normed on an earlier group (partly overlapping this one) so this group may not have an exact mean and σ of 50 and 10. An explanation of the scale can be found through the test's order page.
Explanatory and analytical remarks regarding the interpretation of the statistics are purposely largely avoided, so it is up to the reader to study the report carefully and thus obtain a clear impression of the test's validity — that is, "what it measures". Although the statistics sometimes reveal an almost chilling discriminative power, experience shows that explicitly observing that in a remark tends to evoke negative responses in persons who recognize themselves ("Your remark betrays that your are biased! The test only measures your personal biases!", et cetera).
22 | * |
24 | * |
25 | ** |
27 | * |
29 | * |
30 | * |
31 | * |
34 | *** |
35 | **** |
36 | ***** |
37 | ********* |
38 | ****** |
39 | ***** |
40 | ******** |
41 | ***** |
42 | *************** |
43 | ****** |
44 | ******** |
45 | ********* |
46 | *************** |
47 | ******* |
48 | ********* |
49 | ********** |
50 | ******************** |
51 | ******* |
52 | ************* |
53 | ************ |
54 | ***** |
55 | ******************** |
56 | ********** |
57 | ******** |
58 | ********* |
59 | ********** |
60 | ****** |
61 | ********* |
62 | ** |
63 | ******* |
64 | *** |
65 | ******** |
66 | * |
67 | **** |
68 | ** |
69 | *** |
70 | * |
71 | * |
72 | * |
82 | * |
n = 238
25 | * |
29 | * |
30 | * |
31 | * |
34 | * |
35 | **** |
36 | ***** |
37 | ***** |
38 | ** |
39 | *** |
40 | ****** |
41 | ** |
42 | ******** |
43 | ***** |
44 | ****** |
45 | ******** |
46 | ************ |
47 | ******* |
48 | ******* |
49 | ********** |
50 | ***************** |
51 | ***** |
52 | *********** |
53 | ********** |
54 | **** |
55 | ******************* |
56 | ******** |
57 | ****** |
58 | ******* |
59 | ********** |
60 | ****** |
61 | ******** |
62 | * |
63 | ******* |
64 | *** |
65 | ******* |
66 | * |
67 | **** |
68 | ** |
69 | *** |
70 | * |
71 | * |
72 | * |
82 | * |
n = 57
22 | * |
24 | * |
25 | * |
27 | * |
34 | ** |
37 | **** |
38 | **** |
39 | ** |
40 | ** |
41 | *** |
42 | ******* |
43 | * |
44 | ** |
45 | * |
46 | *** |
48 | ** |
50 | *** |
51 | ** |
52 | ** |
53 | ** |
54 | * |
55 | * |
56 | ** |
57 | ** |
58 | ** |
61 | * |
62 | * |
65 | * |
Test name | n | r |
---|---|---|
Problems In Gentle Slopes of the second degree | 4 | 0.99 |
Short Test For Genius | 4 | 0.90 |
Analogies of Long Test For Genius | 13 | 0.85 |
Cooijmans Intelligence Test - Form 4 | 4 | 0.84 |
Scholastic Aptitude Test (new) | 4 | 0.78 |
Long Test For Genius | 9 | 0.76 |
Spatial section of The Marathon Test | 6 | 0.74 |
Qoymans Automatic Test #1 | 4 | 0.73 |
Test of the Beheaded Man | 9 | 0.73 |
Daedalus Test | 4 | 0.70 |
Numerical and spatial sections of The Marathon Test | 6 | 0.68 |
Odds | 7 | 0.65 |
Cooijmans Intelligence Test - Form 3 | 9 | 0.64 |
Spatial Insight Test | 14 | 0.61 |
Reason - Revision 2008 | 6 | 0.60 |
Graduate Record Examination | 5 | 0.60 |
Numerical section of The Marathon Test | 6 | 0.58 |
Mega Test (Ronald K. Hoeflin) | 4 | 0.55 |
The Bonsai Test - Revision 2016 | 5 | 0.55 |
Epiq Tests (aggregate) | 7 | 0.55 |
Psychometric Qrosswords | 5 | 0.54 |
Bonsai Test | 6 | 0.54 |
Reason Behind Multiple-Choice - Revision 2008 | 6 | 0.53 |
Non-Verbal Cognitive Performance Examination (Xavier Jouve) | 20 | 0.48 |
The Sargasso Test | 11 | 0.48 |
Titan Test (Ronald K. Hoeflin) | 8 | 0.46 |
Cooijmans On-Line Test - Two-barrelled version | 4 | 0.42 |
Associative LIMIT | 7 | 0.42 |
Spatial section of Test For Genius - Revision 2004 | 26 | 0.42 |
Letters | 4 | 0.40 |
Qoymans Multiple-Choice #1 | 7 | 0.38 |
Space, Time, and Hyperspace | 23 | 0.38 |
Narcissus' last stand | 4 | 0.37 |
The Nemesis Test | 8 | 0.36 |
Qoymans Multiple-Choice #2 | 6 | 0.36 |
Lieshout International Mesospheric Intelligence Test | 17 | 0.36 |
The Test To End All Tests | 16 | 0.35 |
Qoymans Multiple-Choice #5 | 6 | 0.33 |
Test For Genius - Revision 2004 | 26 | 0.33 |
Scholastic Aptitude Test (old) | 8 | 0.31 |
Wechsler Adult Intelligence Scales | 12 | 0.26 |
Problems In Gentle Slopes of the third degree | 5 | 0.24 |
Reflections In Peroxide | 4 | 0.23 |
Logima Strictica 36 (Robert Lato) | 16 | 0.21 |
Unknown and miscellaneous tests | 57 | 0.20 |
Qoymans Multiple-Choice #3 | 25 | 0.18 |
Qoymans Automatic Test #2 | 4 | 0.17 |
Numerical Insight Test | 8 | 0.16 |
Cito-toets | 5 | 0.14 |
Association subtest of Long Test For Genius | 14 | 0.12 |
Qoymans Multiple-Choice #4 | 91 | 0.11 |
European I.Q. Test | 6 | 0.11 |
Raven's Advanced Progressive Matrices (raw) | 8 | 0.10 |
Evens | 4 | 0.07 |
Reason Behind Multiple-Choice | 11 | 0.06 |
Verbal section of Test For Genius - Revision 2004 | 26 | 0.05 |
Test of Inductive Reasoning / J.C.T.I. (Xavier Jouve) | 8 | 0.04 |
Genius Association Test | 29 | 0.01 |
Numbers | 16 | 0.01 |
The Final Test | 22 | 0.01 |
Reason | 13 | -0.02 |
Culture Fair Numerical Spatial Examination - Final version (Etienne Forsström) | 12 | -0.03 |
Cooijmans Intelligence Test - Form 2 | 20 | -0.03 |
Chimera High Ability Riddle Test (Bill Bultas) | 4 | -0.04 |
Cartoons of Shock | 8 | -0.05 |
Tests by Greg Grove (aggregate) | 14 | -0.05 |
Sigma Test (Melão Hindemburg) | 10 | -0.07 |
KIT Intelligence Test - first attempts | 9 | -0.08 |
Cattell Culture Fair | 12 | -0.08 |
The Marathon Test | 4 | -0.10 |
Tests by Nicolas Elenas (aggregate) | 6 | -0.12 |
Strict Logic Sequences Exam I (Jonathan Wai) | 20 | -0.14 |
Isis Test | 13 | -0.15 |
American College Testing program | 7 | -0.16 |
Words | 4 | -0.17 |
International High IQ Society tests (aggregate) | 22 | -0.24 |
916 Test (Laurent Dubois) | 5 | -0.28 |
Test of Shock and Awe | 9 | -0.29 |
Qoymans Automatic Test #3 | 5 | -0.30 |
Cooijmans On-Line Test | 6 | -0.33 |
Cooijmans Intelligence Test - Form 1 | 7 | -0.35 |
Raven's Advanced Progressive Matrices (I.Q.) | 6 | -0.74 |
Verbal section of The Marathon Test | 4 | -0.80 |
Strict Logic Spatial Exam 48 (Jonathan Wai) | 4 | -0.82 |
W-87 (International Society for Philosophical Enquiry) | 7 | -0.95 |
Weighted average of correlations: 0.186 (N = 950)
Estimated g factor loading: 0.43
Test name | n | r |
---|---|---|
(242) Unknown and miscellaneous tests | 4 | 0.69 |
(80) Qoymans Multiple-Choice #4 | 11 | 0.21 |
Weighted average of correlations: 0.341 (N = 15)
Estimated g factor loading among females: 0.58
These are estimated g factor loadings, but against homogeneous tests (containing only particular item types) as opposed to non-compound heterogeneous tests. Although tending to surprise the lay person, it is not uncommon for tests to have high loadings on item types they do not actually contain themselves. Such loadings reflect the empirical fact that most tests for mental abilities measure primarily g, regardless of their contents; that the major part of test score variance is caused by g, and only a minor part by factors germane to particular item types. It is of key importance to understand that this is a fact of nature, a natural phenomenon, and not something that was built into the tests by the test constructors.
Type | n | g loading of PSIA Rational on that type |
---|---|---|
Verbal | 276 | 0.39 |
Numerical | 61 | 0.34 |
Spatial | 90 | 0.63 |
Logical | 37 | 0.35 |
Heterogeneous | 198 | 0.51 |
N = 662
Balanced g loading = 0.44
Country | n | mean score |
---|---|---|
Mexico | 3 | 67.00 |
Spain | 6 | 59.00 |
Germany | 12 | 57.17 |
Israel | 4 | 55.00 |
United_Kingdom | 13 | 54.15 |
Belgium | 8 | 54.13 |
Sweden | 17 | 53.88 |
Italy | 3 | 52.00 |
Finland | 5 | 51.00 |
Australia | 6 | 50.17 |
China | 3 | 49.00 |
Netherlands | 34 | 48.82 |
South_Africa | 4 | 48.75 |
United_States | 98 | 48.61 |
Poland | 3 | 48.00 |
Brazil | 7 | 47.71 |
Norway | 5 | 47.60 |
India | 12 | 47.17 |
Korea_South | 3 | 47.00 |
Canada | 9 | 46.78 |
Turkey | 4 | 46.50 |
Yugoslavia | 5 | 46.40 |
Correlation of this test with national average I.Q.'s published by Lynn and Vanhanen:
Personalia | n | r |
---|---|---|
Sex | 295 | 0.28 |
PSIA System factor | 47 | 0.27 |
PSIA Cold | 295 | 0.25 |
PSIA Ethics factor | 295 | 0.17 |
PSIA Introverted | 295 | 0.16 |
Educational level | 292 | 0.13 |
PSIA Extreme | 295 | 0.11 |
PSIA True | 295 | 0.07 |
Mother's educational level | 279 | 0.07 |
Year of birth | 292 | 0.05 |
Father's educational level | 277 | 0.03 |
PSIA Deviance factor | 295 | 0.03 |
PSIA Just | 295 | -0.01 |
PSIA Orderly | 295 | -0.02 |
PSIA Aspergoid | 295 | -0.03 |
PSIA Rare | 295 | -0.07 |
Observed associative horizon | 10 | -0.07 |
Observed behaviour | 19 | -0.11 |
Disorders (own) | 292 | -0.12 |
PSIA Neurotic | 295 | -0.13 |
Disorders (parents and siblings) | 291 | -0.15 |
PSIA Cruel | 295 | -0.19 |
Gifted Adult's Inventory of Aspergerisms | 18 | -0.21 |
PSIA Antisocial | 295 | -0.24 |
Cooijmans Inventory of Neo-Marxist Attitudes | 9 | -0.65 |
Personalia | n | r |
---|---|---|
PSIA System factor | 10 | 0.38 |
Mother's educational level | 47 | 0.36 |
Father's educational level | 47 | 0.24 |
Year of birth | 55 | 0.22 |
Educational level | 55 | 0.16 |
PSIA Introverted | 57 | 0.14 |
PSIA Orderly | 57 | 0.02 |
PSIA Extreme | 57 | 0.01 |
PSIA Cold | 57 | 0.01 |
PSIA Ethics factor | 57 | -0.05 |
Disorders (parents and siblings) | 54 | -0.05 |
PSIA Just | 57 | -0.06 |
PSIA Deviance factor | 57 | -0.12 |
PSIA Aspergoid | 57 | -0.15 |
PSIA True | 57 | -0.18 |
PSIA Cruel | 57 | -0.22 |
PSIA Neurotic | 57 | -0.25 |
PSIA Rare | 57 | -0.31 |
Disorders (own) | 55 | -0.34 |
PSIA Antisocial | 57 | -0.37 |
Personalia | n | r |
---|---|---|
PSIA System factor | 37 | 0.25 |
PSIA Cold | 238 | 0.25 |
PSIA Ethics factor | 238 | 0.23 |
PSIA Extreme | 238 | 0.16 |
PSIA Introverted | 238 | 0.15 |
PSIA True | 238 | 0.13 |
Educational level | 237 | 0.10 |
Year of birth | 237 | 0.06 |
PSIA Deviance factor | 238 | 0.04 |
Mother's educational level | 232 | 0.03 |
Observed associative horizon | 9 | -0.01 |
Father's educational level | 230 | -0.03 |
PSIA Just | 238 | -0.03 |
PSIA Orderly | 238 | -0.03 |
PSIA Rare | 238 | -0.03 |
PSIA Neurotic | 238 | -0.04 |
PSIA Aspergoid | 238 | -0.05 |
Disorders (own) | 237 | -0.07 |
Gifted Adult's Inventory of Aspergerisms | 15 | -0.12 |
Observed behaviour | 18 | -0.13 |
Disorders (parents and siblings) | 237 | -0.16 |
PSIA Antisocial | 238 | -0.23 |
PSIA Cruel | 238 | -0.23 |
Cooijmans Inventory of Neo-Marxist Attitudes | 8 | -0.61 |
In parentheses the number of score pairs on which that estimated g factor loading is based. The goal of this is to verify the hypothesis that g becomes less important, accounts for a smaller proportion of the variance, at higher I.Q. levels. The mere fact of restricting the range like this also depresses the g loading compared to computing it over the test's full range, so it would be normal for these values to be lower than the test's full-range g loading.
Below 1st quartile | 0.40 (131) |
---|---|
Below median | 0.28 (393) |
Above median | 0.13 (524) |
Above 3rd quartile | 0.33 (207) |
Very high g loading for a non-cognitive test, very large sex difference. Almost a proxy for intelligence.